| Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018 | 1879 | 2018 |
| Hyperspectral image segmentation using a new spectral unmixing-based binary partition tree representation MA Veganzones, G Tochon, M Dalla-Mura, AJ Plaza, J Chanussot IEEE Transactions on Image Processing 23 (8), 3574-3589, 2014 | 117 | 2014 |
| A new extended linear mixing model to address spectral variability MA Veganzones, L Drumetz, G Tochon, M Dalla Mura, A Plaza, ... 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014 | 93 | 2014 |
| On the use of binary partition trees for the tree crown segmentation of tropical rainforest hyperspectral images G Tochon, JB Feret, S Valero, RE Martin, DE Knapp, P Salembier, ... Remote sensing of environment 159, 318-331, 2015 | 68 | 2015 |
| Segmentation of gliomas and prediction of patient overall survival: a simple and fast procedure E Puybareau, G Tochon, J Chazalon, J Fabrizio Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2019 | 42 | 2019 |
| QU-BraTS: MICCAI BraTS 2020 challenge on quantifying uncertainty in brain tumor segmentation-analysis of ranking scores and benchmarking results R Mehta, A Filos, U Baid, C Sako, R McKinley, M Rebsamen, K Dätwyler, ... The journal of machine learning for biomedical imaging 2022, 2022 | 40 | 2022 |
| Object tracking by hierarchical decomposition of hyperspectral video sequences: Application to chemical gas plume tracking G Tochon, J Chanussot, M Dalla Mura, AL Bertozzi IEEE Transactions on Geoscience and Remote Sensing 55 (8), 4567-4585, 2017 | 36 | 2017 |
| Gas plume detection and tracking in hyperspectral video sequences using binary partition trees G Tochon, J Chanussot, J Gilles, M Dalla Mura, JM Chang, AL Bertozzi 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014 | 19 | 2014 |
| Why is the winner the best? M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, S Ali, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 17 | 2023 |
| Going beyond p-convolutions to learn grayscale morphological operators A Kirszenberg, G Tochon, É Puybareau, J Angulo International Conference on Discrete Geometry and Mathematical Morphology …, 2021 | 16 | 2021 |
| Estimating the number of endmembers to use in spectral unmixing of hyperspectral data with collaborative sparsity L Drumetz, G Tochon, J Chanussot, C Jutten International Conference on Latent Variable Analysis and Signal Separation …, 2017 | 13 | 2017 |
| Hyperspectral local intrinsic dimensionality L Drumetz, MA Veganzones, RM Gómez, G Tochon, M Dalla Mura, ... IEEE Transactions on Geoscience and Remote Sensing 54 (7), 4063-4078, 2016 | 12 | 2016 |
| Braids of partitions for the hierarchical representation and segmentation of multimodal images G Tochon, M Dalla Mura, MA Veganzones, T Géraud, J Chanussot Pattern Recognition 95, 162-172, 2019 | 11 | 2019 |
| Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation MA Veganzones, G Tochon, M Dalla Mura, AJ Plaza, J Chanussot 2013 IEEE International Conference on Image Processing, 245-249, 2013 | 11 | 2013 |
| Binary partition tree as a hyperspectral segmentation tool for tropical rainforests G Tochon, JB Feret, RE Martin, R Tupayachi, J Chanussot, GP Asner 2012 IEEE International Geoscience and Remote Sensing Symposium, 6368-6371, 2012 | 11 | 2012 |
| Learning grayscale mathematical morphology with smooth morphological layers R Hermary, G Tochon, É Puybareau, A Kirszenberg, J Angulo Journal of Mathematical Imaging and Vision 64 (7), 736-753, 2022 | 10 | 2022 |
| Binary partition tree-based local spectral unmixing L Drumetz, MA Veganzones, R Marrero, G Tochon, M Dalla Mura, A Plaza, ... 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014 | 10 | 2014 |
| Binary partition trees-based spectral-spatial permutation ordering MA Veganzones, M Dalla Mura, G Tochon, J Chanussot International Symposium on Mathematical Morphology and Its Applications to …, 2015 | 9 | 2015 |
| On some associations between mathematical morphology and artificial intelligence I Bloch, S Blusseau, R Pino Pérez, É Puybareau, G Tochon International Conference on Discrete Geometry and Mathematical Morphology …, 2021 | 8 | 2021 |
| Using separated inputs for multimodal brain tumor segmentation with 3d u-net-like architectures N Boutry, J Chazalon, E Puybareau, G Tochon, H Talbot, T Géraud International MICCAI Brainlesion Workshop, 187-199, 2019 | 8 | 2019 |
Jocelyn ChanussotINRIA, on leave from Grenoble INPVerified email at grenoble-inp.fr
